Comparison of mutation strategies in Differential Evolution - A probabilistic perspective.
Karol R. OparaJaroslaw ArabasPublished in: Swarm Evol. Comput. (2018)
Keyphrases
- differential evolution
- evolutionary algorithm
- convergence speed
- optimization algorithm
- mutation operator
- differential evolution algorithm
- test functions
- particle swarm optimization
- constrained optimization problems
- genetic algorithm
- premature convergence
- optimization method
- particle swarm optimization pso
- parameter optimization
- evolution strategy
- hybrid algorithm
- function optimization problems
- bayesian networks
- multi objective optimization
- mutation strategy
- adaptive differential evolution
- artificial bee colony
- direct search
- probabilistic model
- multi objective
- numerical optimization problems
- initial population
- evolutionary strategy
- real coded
- particle swarm
- evolutionary programming
- harmony search
- particle swarm optimization algorithm
- optimization problems